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| Metric | Cloudflare Workers | Python (CPython) | AWS Lambda | llama.cpp | ROCm | Text Generation Inference | KoboldCpp |
|---|---|---|---|---|---|---|---|
| Score | B+75 | B71 | B-65 | C+63 | C56 | F39 | F38 |
| Type | Edge | Language | Serverless | ||||
| Execution | jit | interpreted | hybrid | aot | aot | hybrid | hybrid |
| Interface | platform | cli | platform | cli | sdk | api | gui |
| Cold Start | <1ms | 50ms | 200ms | 100ms | 200ms | 10000ms | 1500ms |
| Memory | 128MB | 15MB | 128MB | 50MB | 600MB | 2000MB | 400MB |
| Startup | <1ms | 10ms | 100ms | 10ms | 100ms | 5000ms | 300ms |
| Isolation | process | process | microvm | process | hardware | container | process |
| Maturity | production | production | production | production | stable | production | stable |
| Languages | JavaScript, TypeScript, Rust, C, C++ | Python | JavaScript, TypeScript, Python, Java, Go, Ruby, .NET, Rust | C, C++ | C, C++, Python | Rust, Python | C++, Python |
| License | Proprietary | Other | Proprietary | MIT | MIT | Apache-2.0 | AGPL-3.0 |
| Links |